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AI Trends 2024: Computer Vision with Naila Murray - #665

2024-01-02 · 52 min · episode 665 · 16 entities

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    AI Trends 2024: Computer Vision with Naila Murray - #665
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Entities found in this episode

companys 7

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    director of AI
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  • works at AI company
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    director of AI
  • works at AI company
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    director of AI
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    Feed author/publisher: TWIML

concepts 5

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persons 3

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    AI Trends 2024: Computer Vision with Naila Murray - #665
  • mentioned Sam Charrington person
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    Feed author/publisher: Sam Charrington
  • hosted by Sam Charrington person
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    Feed author/publisher: Sam Charrington

podcasts 1

Episode description as stored
Today we kick off our AI Trends 2024 series with a conversation with Naila Murray, director of AI research at Meta. In our conversation with Naila, we dig into the latest trends and developments in the realm of computer vision. We explore advancements in the areas of controllable generation, visual programming, 3D Gaussian splatting, and multimodal models, specifically vision plus LLMs. We discuss tools and open source projects, including Segment Anything–a tool for versatile zero-shot image segmentation using simple text prompts clicks, and bounding boxes; ControlNet–which adds conditional control to stable diffusion models; and DINOv2–a visual encoding model enabling object recognition, segmentation, and depth estimation, even in data-scarce scenarios. Finally, Naila shares her view on the most exciting opportunities in the field, as well as her predictions for upcoming years. The complete show notes for this episode can be found at twimlai.com/go/665.